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G9v3 3B Heretic by insraq

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G9v3 3B Heretic is an open-source language model by insraq. Features: 3b LLM, VRAM: 6GB, Context: 128K, License: apache-2.0, LLM Explorer Score: 0.29.

  Abliterated   Conversational   Decensored   En   Endpoints compatible   G9v3   Heretic   Llama   Long-context   Region:us   Reproducible   Safetensors   Sharded   Tensorflow   Tool-calling   Uncensored   Zh
Model Card on HF 🤗: https://huggingface.co/insraq/G9v3-3B-heretic 

G9v3 3B Heretic Benchmarks

LLME Score: 0.29174
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
G9v3 3B Heretic (insraq/G9v3-3B-heretic)

G9v3 3B Heretic Parameters and Internals

LLM NameG9v3 3B Heretic
Repository 🤗https://huggingface.co/insraq/G9v3-3B-heretic 
Model Size3b
Required VRAM6 GB
Updated2026-08-01
Maintainerinsraq
Model Typellama
Model Files  5.0 GB: 1-of-2   1.0 GB: 2-of-2
Supported Languagesen zh
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version5.14.1
Tokenizer ClassTokenizersBackend
Padding Token</s>
Vocabulary Size130560

Best Alternatives to G9v3 3B Heretic

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Context / RAM
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Nanbeige4.1 3B256K / 7.9 GB111381142
Nanbeige4.1 3B Heretic256K / 7.9 GB14950
Nanbeige4.1 3B Bf16256K / 7.9 GB473
Nanbeige4.1 3B Heretic Mxfp4256K / 7.9 GB342
Nanbeige4.1 3B Heretic256K / 7.9 GB41
Nanbeige4.1 3B Heretic256K / 7.9 GB70
ISA 03 Mini 3B Hybrid Preview256K / 6.5 GB44
Llama 3.2 3B Instruct128K / 6.5 GB18295722368
G9v3 3B128K / 6 GB21413
Llama 3.2 3B128K / 6.5 GB706937845
Note: green Score (e.g. "73.2") means that the model is better than insraq/G9v3-3B-heretic.

Rank the G9v3 3B Heretic Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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